Machine Learning Specialization (DeepLearning.AI)

Built Machine Learning models with NumPy & scikit-learn, built & trained supervised models for prediction & binary classification tasks (linear, logistic regression) Built & trained a neural network with TensorFlow to perform multi-class classification, built & utilized decision trees & tree ensemble methods Applied best practices for ML development & used unsupervised learning techniques for unsupervised learning including clustering & anomaly detection Built recommender systems with a collaborative filtering approach & a content-based deep learning method & built a deep reinforcement learning model.

Courses:-

• Supervised Machine Learning: Regression and Classification

• Advanced Learning Algorithms

• Unsupervised Learning, Recommenders, Reinforcement Learning

• Sequences, Time Series and Prediction